DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Comparing Convective Self‐Aggregation in Idealized Models to Observed Moist Static Energy Variability Near the Equator

Journal Article · · Geophysical Research Letters

Abstract Idealized convection‐permitting simulations of radiative‐convective equilibrium have become a popular tool for understanding the physical processes leading to horizontal variability of tropical water vapor and rainfall. However, the applicability of idealized simulations to nature is still unclear given that important processes are typically neglected, such as lateral water vapor advection by extratropical intrusions, or interactive ocean coupling. Here, we exploit spectral analysis to compactly summarize the multiscale processes supporting convective aggregation. By applying this framework to high‐resolution reanalysis data and satellite observations in addition to idealized simulations, we compare convective‐aggregation processes across horizontal scales and data sets. The results affirm the validity of the radiative‐convective equilibrium simulations as an analogy to the real world. Column moist static energy tendencies share similar signs and scale selectivity in convection‐permitting models and observations: Radiation increases variance at wavelengths above 1,000 km, while advection damps variance across wavelengths, and surface fluxes mostly reduce variance between 1,000 and 10,000 km.

Sponsoring Organization:
USDOE
Grant/Contract Number:
SC0012152
OSTI ID:
1560264
Journal Information:
Geophysical Research Letters, Journal Name: Geophysical Research Letters Journal Issue: 17-18 Vol. 46; ISSN 0094-8276
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (43)

Physical mechanisms controlling self-aggregation of convection in idealized numerical modeling simulations: SELF-AGGREGATION MECHANISMS journal February 2014
The influence of regional feedbacks on circulation sensitivity journal March 2014
What favors convective aggregation and why?: WHAT FAVORS CONVECTIVE AGGREGATION journal July 2015
Global-scale convective aggregation: Implications for the Madden-Julian Oscillation: GLOBAL-SCALE CONVECTIVE AGGREGATION journal October 2015
Convective self-aggregation feedbacks in near-global cloud-resolving simulations of an aquaplanet: AGGREGATION FEEDBACKS IN NEAR-GLOBAL CRM journal November 2015
Coupled radiative convective equilibrium simulations with explicit and parameterized convection: COUPLED RCE SIMULATIONS journal September 2016
Moisture-radiative cooling instability: MOISTURE-RADIATIVE COOLING INSTABILITY journal October 2016
Internal variability in a coupled general circulation model in radiative-convective equilibrium: INTERNAL VARIABILITY IN COUPLED RCE GCM journal May 2017
Convective aggregation in realistic convective‐scale simulations journal May 2017
High-resolution prediction of a major convective period over West Africa: High-resolution Prediction of a Convective Event Over West Africa
  • Beucher, Florent; Lafore, Jean-Philippe; Karbou, Fatima
  • Quarterly Journal of the Royal Meteorological Society, Vol. 140, Issue 682 https://doi.org/10.1002/qj.2225
journal October 2013
Self-aggregation of convection in long channel geometry: Self-Aggregation in Channel Geometry journal September 2015
A budget for the size of convective self‐aggregation journal February 2019
Convective Self-Aggregation in Numerical Simulations: A Review journal February 2017
Global Cloud-Resolving Models journal May 2019
Interannual variations in the atmospheric heat budget journal January 2002
Mesoscale convective systems journal January 2004
Madden-Julian Oscillation journal January 2005
Intraseasonal moist static energy budget in reanalysis data: INTRASEASONAL MSE BUDGET IN NCEP AND ERA journal November 2011
Monsoons: Processes, predictability, and the prospects for prediction journal June 1998
The role of the permanent wilting point in controlling the spatial distribution of precipitation journal May 2018
The Design and Implementation of FFTW3 journal February 2005
Recent Developments in the Fluid Dynamics of Tropical Cyclones journal January 2017
Radiative-Convective Equilibrium with Explicit Two-Dimensional Moist Convection journal December 1993
The Role of Environmental Shear and Thermodynamic Conditions in Determining the Structure and Evolution of Mesoscale Convective Systems during TOGA COARE journal December 1998
Convectively Coupled Equatorial Waves: Analysis of Clouds and Temperature in the Wavenumber–Frequency Domain journal February 1999
Cloud Resolving Modeling of the ARM Summer 1997 IOP: Model Formulation, Results, Uncertainties, and Sensitivities journal February 2003
Clouds and the Earth's Radiant Energy System (CERES): An Earth Observing System Experiment journal May 1996
A Practical Guide to Wavelet Analysis journal January 1998
Spectral Decomposition of Two-Dimensional Atmospheric Fields on Limited-Area Domains Using the Discrete Cosine Transform (DCT) journal July 2002
Moisture Vertical Structure, Column Water Vapor, and Tropical Deep Convection journal June 2009
Influence of Environmental Humidity on Tropical Cyclone Size journal October 2009
Impacts of Idealized Air–Sea Coupling on Madden–Julian Oscillation Structure in the Superparameterized CAM journal September 2011
Role of Radiative–Convective Feedbacks in Spontaneous Tropical Cyclogenesis in Idealized Numerical Simulations journal July 2016
Intraseasonal Variability in a Cloud-Permitting Near-Global Equatorial Aquaplanet Model journal December 2018
Estimation of the Variability of Mesoscale Energy Spectra with Three Years of COSMO-DE Analyses journal February 2019
An Energy-Balance Analysis of Deep Convective Self-Aggregation above Uniform SST journal December 2005
Observational Evidence for Relationships between the Degree of Aggregation of Deep Convection, Water Vapor, Surface Fluxes, and Radiation journal October 2012
Observed Relationships between Cloud Vertical Structure and Convective Aggregation over Tropical Ocean journal March 2017
Space–Time Spectral Analysis of the Moist Static Energy Budget Equation journal January 2019
Numerical Simulation of Episodes of Organized Convection in Tropical Northern Africa journal September 2012
What Is the Added Value of a Convection-Permitting Model for Forecasting Extreme Rainfall over Tropical East Africa? journal September 2018
Intraseasonal variability in an aquaplanet general circulation model journal January 2010
Radiative–convective equilibrium model intercomparison project journal January 2018

Similar Records

Gregarious convection and radiative feedbacks in idealized worlds
Journal Article · 2016 · Journal of Advances in Modeling Earth Systems · OSTI ID:1253824

Understanding Mesoscale Aggregation of Shallow Cumulus Convection Using Large-Eddy Simulation
Journal Article · 2017 · Journal of Advances in Modeling Earth Systems · OSTI ID:1511477

Vertical Resolution Impacts Explicit Simulation of Deep Convection
Journal Article · 2023 · Journal of Advances in Modeling Earth Systems · OSTI ID:2006898

Related Subjects